🏆 Finalist — NIH Data Sharing Index (“S-Index”) Challenge

Bian Liu

Icahn School of Medicine at Mount Sinai

ORCID: 0000-0001-9166-693X
Environmental ScienceSocial SciencesMedicine

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 3%percentile
1.3Author DataRank

Indexed papers

4in pilot corpus
datarank_citation_only_1hop_v6· scope data_onlyMethodology
Why this DataRank?

An author's DataRank is the sum of the DataRanks of all 4 indexed papers attributed to them. A prolific author with many moderate-impact papers can outrank one with a single high-impact paper.

Author scores recompute whenever paper DataRanks are refreshed, so this number lags the underlying paper scores by at most one batch run.

Read the full methodology →

Top data-sharing exemplar

The highest-impact dataset this researcher has shared, ranked by DataRank — the single contribution doing the most to lift their data-sharing standing.

Cost-effectiveness of physical activity interventions for prevention and management of cognitive decline and dementia—a systematic review

Alzheimer s Research & Therapy(2023)10.1186/s13195-023-01286-7
Top 23%
0.886DataRank
Top 23%20 citations

Kun-Woo Rafael Kim, Donglan Zhang, Bian Liu, Samuel D. Crish, Ming Wen +5 more

Papers

Driven by 28 papers — median percentile 33. Top paper: “Cost-effectiveness of physical activity interventions for prevention and management of cognitive decline and dementia—a systematic review”.

Cost-effectiveness of physical activity interventions for prevention and management of cognitive decline and dementia—a systematic review

Alzheimer s Research & Therapy(2023)10.1186/s13195-023-01286-7
Top 23%
0.886DataRank
Top 23%20 citations

Kun-Woo Rafael Kim, Donglan Zhang, Bian Liu, Samuel D. Crish, Ming Wen +5 more

Segregation in hospital care for Medicare beneficiaries by race and ethnicity and dual‐eligible status from 2013 to 2021

Health Services Research(2025)10.1111/1475-6773.14434
Top 65%
0.208DataRank
Top 65%3 citations

Bian Liu, Louisa W. Holaday, Karen McKendrick, Yingtong Chen, Albert L. Siu +1 more

A Comprehensive Youth Diabetes Epidemiological Data Set and Web Portal: Resource Development and Case Studies

JMIR Public Health and Surveillance(2024)10.2196/53330
Top 70%
0.165DataRank
Top 70%2 citations

Yan Chak Li, Nita Vangeepuram, Bian Liu, Gaurav Pandey, Catherine McDonough

Secondhand smoke exposure and higher blood pressure in children and adolescents participating in NHANES

Preventive Medicine(2020)10.1016/j.ypmed.2020.106052
N/A
0DataRank · unranked
37 citations

Bian Liu, Alison P. Sanders, Jeffrey M. Saland, Karen M. Wilson, Shelley H. Liu

Quantile regression forests to identify determinants of stroke: implications for neighborhoods with high prevalence

Research Square (Research Square)(2020)10.21203/rs.3.rs-34390/v1
N/A
0DataRank · unranked
0 citations

Jiayi Ji, Yan Li, Bian Liu, Liangyuan Hu

Predicting youth diabetes risk using NHANES data and machine learning

Scientific Reports(2021)10.1038/s41598-021-90406-0
N/A
0DataRank · unranked
42 citations

Bian Liu, Po-Hsiang Chiu, Linhua Wang, Gaurav Pandey, Nita Vangeepuram

Estimating uncertainty in a socioeconomic index derived from the American community survey

SSM - Population Health(2022)10.1016/j.ssmph.2022.101078
N/A
0DataRank · unranked
9 citations

Bian Liu, Jordana LaFantasie, Li Niu, Furrina F. Lee, Francis P. Boscoe

Economic Evaluation of Prenatal and Postpartum Care in Women With Gestational Diabetes and Hypertensive Disorders of Pregnancy: A Systematic Review

Value in Health(2022)10.1016/j.jval.2022.07.014
N/A
0DataRank · unranked
8 citations

Chi‐Son Kim, Elizabeth A. Howell, Teresa Janević, Bian Liu, Lizheng Shi +2 more

Characterizing delayed care among US older adults by self-rated health during the COVID-19 pandemic

Preventive Medicine(2022)10.1016/j.ypmed.2022.107308
N/A
0DataRank · unranked
7 citations

Julia L. Frydman, Yan Li, Bian Liu, Weixin Li

Correlates of cancer prevalence across census tracts in the United States: A Bayesian machine learning approach

Spatial and Spatio-temporal Epidemiology(2022)10.1016/j.sste.2022.100522
N/A
0DataRank · unranked
2 citations

Liangyuan Hu, Yan Li, Bian Liu, Li Niu

The heterogeneity of the homebound: A latent class analysis of a national sample of homebound older adults

Journal of the American Geriatrics Society(2023)10.1111/jgs.18295
N/A
0DataRank · unranked
13 citations

Hannah Kleijwegt, Evan Bollens‐Lund, Bian Liu, Melissa M. Garrido, Amy S. Kelley +4 more

Drivers of Community-Entry Home Health Care Utilization Among Older Adults

Journal of the American Medical Directors Association(2023)10.1016/j.jamda.2023.09.031
N/A
0DataRank · unranked
7 citations

Christine S. Ritchie, Jennifer Reckrey, Bian Liu, Catherine McDonough, Katherine Ornstein +1 more

Utilizing residential histories to assess environmental exposure and socioeconomic status over the life course among mesothelioma patients

Journal of Thoracic Disease(2023)10.21037/jtd-23-533
N/A
0DataRank · unranked
5 citations

Li Niu, Furrina F. Lee, Bian Liu

Sex Differences in Diet and Physical Activity Behaviors Among Racial/Ethnic Minority Adolescents with High Metabolic Risk

Journal of Racial and Ethnic Health Disparities(2023)10.1007/s40615-023-01880-3
N/A
0DataRank · unranked
3 citations

Hui Xie, Bian Liu, Cordelia Elaiho, Nita Vangeepuram, Yannan Li

Facilitating youth diabetes studies with the most comprehensive epidemiological dataset available through a public web portal

medRxiv(2023)10.1101/2023.08.02.23293517
Top 100%
0DataRank
Top 100%0 citations

Yan Chak Li, Nita Vangeepuram, Bian Liu, Gaurav Pandey, Catherine McDonough

Medical financial hardship between young adult cancer survivors and matched individuals without cancer in the United States

JNCI Cancer Spectrum(2024)10.1093/jncics/pkae007
N/A
0DataRank · unranked
10 citations

Donglan Zhang, Yan Li, Mayuri Jain, Xingyu Lin, Rebecca Hu +7 more

Endosomal hyper-acidification via proton-activated chloride channel deletion in neurons impairs AMPA receptor endocytosis and LTD

bioRxiv (Cold Spring Harbor Laboratory)(2024)10.1101/2024.09.27.615471
N/A
0DataRank · unranked
0 citations

Junhua Yang, Bian Liu, Chaohua Jiang, Nicholas Koylass, Zhe Zhang +4 more

Loss of the proton-activated chloride channel in neurons impairs AMPA receptor endocytosis and LTD via endosomal hyper-acidification

Cell Reports(2025)10.1016/j.celrep.2025.115302
N/A
0DataRank · unranked
8 citations

Junhua Yang, Bian Liu, Chaohua Jiang, Nicholas Koylass, Zhe Zhang +4 more

Long-Term Air Pollution Exposure, Plant-based Diet, and Asthma Exacerbations in the Nurses’ Health Study II

Annals of the American Thoracic Society(2025)10.1513/annalsats.202501-054oc
N/A
0DataRank · unranked
2 citations

Weixin Li, Bian Liu, Raphaëlle Varraso, Robert Wharton, Jana Ponce +5 more

Alternative Approaches to Characterizing Disparate Care by Race, Ethnicity, and Insurance Between Hospitals

International Journal of Environmental Research and Public Health(2025)10.3390/ijerph22101514
N/A
0DataRank · unranked
1 citations

Yingtong Chen, Bian Liu, Louisa W. Holaday, Karen McKendrick, Albert L. Siu +1 more

The heterogeneity of youth at risk of prediabetes and diabetes: A latent class analysis of a United States national sample

Preventive Medicine(2025)10.1016/j.ypmed.2025.108384
N/A
0DataRank · unranked
1 citations

Yan Chak Li, Gaurav Pandey, Nita Vangeepuram, Bian Liu, Catherine McDonough

Compounding strain: The impact of caregiver strain on health outcomes in older adults with new cancer diagnoses

Journal of Geriatric Oncology(2025)10.1016/j.jgo.2025.102191
N/A
0DataRank · unranked
0 citations

Bian Liu, J. Nicholas Dionne‐Odom, Katherine Ornstein, Erin E. Kent, Jamie M. Smith

Propensity score weighting analysis with complex survey data for estimating population-level treatment effects on survival: a simulation study

Health Services and Outcomes Research Methodology(2025)10.1007/s10742-025-00344-x
N/A
0DataRank · unranked
0 citations

Yang Chen, Wei Zhang, Yulei He, John R. Pleis, Lauren M. Rossen +4 more

A Scalable Framework to Integrate Social Determinants of Health into Disease Risk Models using Biobank Survey Data

medRxiv(2025)10.1101/2025.09.29.25336903
N/A
0DataRank · unranked
0 citations

Abhijith Biji, Kathleen D.M. Ferar, Vikas Pejaver, Eimear E. Kenny, Bian Liu +2 more

rs34331204 regulates TSPAN13 expression and contributes to Alzheimer’s disease with sex differences

Brain(2020)10.1093/brain/awaa302
N/A
0DataRank · unranked
61 citations

Haihua Zhang, Bian Liu, Shan Gao, Tao Wang, Zhifa Han +4 more

Predictive power of youth diabetes screening guidelines

medRxiv(2025)10.64898/2025.12.01.25341261
N/A
0DataRank · unranked
0 citations

Nita Vangeepuram, Negar Golestani, Bian Liu, Sarah M. Halvorson-Fried

Secondhand marijuana exposure in a convenience sample of young children in New York City

Pediatric Research(2020)10.1038/s41390-020-0958-7
N/A
0DataRank · unranked
20 citations

Tanya Braune, Bian Liu, Lanqing Wang, Li Zhang, Connie S. Sosnoff +3 more

Identifying and assessing the impact of key neighborhood-level determinants on geographic variation in stroke: a machine learning and multilevel modeling approach

BMC Public Health(2020)10.1186/s12889-020-09766-3
N/A
0DataRank · unranked
17 citations

Liangyuan Hu, Bian Liu, Yan Li, Jiayi Ji